Our #ECCV2026@eccvconf paper
Gen2Balance: Generative Balancing for Long-Tailed Video Action Recognition
now on ArXiv w/ code&data&models
prajwalgatti.github.io/gen2b…
Can we fill imbalanced action recognition datasets with generative images to outperform long-tail SOTA?
Yes we can
🧵
🚀 Call for Papers
Very excited to announce the UniWorld workshop @ ECCV’26 on Universal Representations for Perception, Reasoning, and World Modeling
We welcome both archival/non-archival submissions.
📌 Deadlines: July 1 / July 20, 2026
More details: uniworld-ai.github.io
📌 Important dates
• Archival submission deadline: July 1, 2026
• Non-archival submission deadline: July 20, 2026
• Notification: July 20 / Aug 3, 2026
• Camera-ready: August 15, 2026
• Workshop date: September 8, 2026, ECCV 2026, Malmö, Sweden
Organized by Chen Tang , Myself, Jacob Chalk @JacobChalkie, Arushi Goel @goelarushi27, Yuhui Xu, Zhuang Liu, Aishwarya Agrawal @aagrawalAA, Wanli Ouyang, and Xiangyu Yue @YueXiangyu . We are very honored to have Nicu Sebe and Philip Torr @philiptorr serving on our advisory board.
We are also thrilled to host an outstanding lineup of invited speakers, including:
Angela Dai @angelaqdai , Dima Damen @dimadamen , Kosta Derpanis @CSProfKGD , Andreas Geiger, Aniruddha Kembhavi @anikembhavi , Pascal Mettes @PascalMettes , and Mike Shou @MikeShou1 .
🚀 Call for Papers
Very excited to announce the UniWorld workshop @ ECCV’26 on Universal Representations for Perception, Reasoning, and World Modeling
We welcome both archival/non-archival submissions.
📌 Deadlines: July 1 / July 20, 2026
More details: uniworld-ai.github.io
Fun fact: the apartment we rented in Oxford Summertown from 2021-2023 has accommodated @elliottszwu (CVPR20 best paper awardee) and @jianyuan_wang (CVPR25 best paper awardee) as subletters. Now also @ChuhanZhang5 - new CVPR26 best paper awardee. Grateful to be at @Oxford_VGG !!
Huge congrats to the team, D4RT is a team work and all the authors have been working very hard on this in the past one year. Very well deserved. 🍻 and thank you Award Committee Members for the recognition.
Xiaoye will present Our #CVPR2026 work on 3D-Aware MTL! Come find Xiaoye at the poster about 3D-aware scene understanding / MTL!
📍Jun 5 Main Poster S1 / #537
📍Jun 3 PM OpenSUN3D Workshop
#CV#3DV#AI
Excited to present our #CVPR2026 work on 3D-Aware MTL!
We propose CvM, a lightweight plug-and-play module for injecting 3D consistency into dense MTL via cross-view correlations.
📍Jun 5 Main Poster S1 / #537
📍Jun 3 PM OpenSUN3D
#CV#3DV#AI@WayHomeLi@YueXiangyu
I’m looking for a PhD student with UK home fee status to join my lab at Cambridge starting this October. If you’re interested and have research experience in multimodal spatial modeling or vision-based robot learning, email me your CV. Funding deadline is approaching very soon.
Special thanks @_atewari@Cambridge_Eng for visiting us @BristolUni@bristolcs for a great #MaVi Seminar on "Physical Inductive Biases for World Models" and your thoughtful 1-1s with the researchers.
Have a good trip back to Cambridge and please visit us again soon,
📢 Preprint
Prime and Reach: Synthesising Body Motion for Gaze-Primed Object Reach
arxiv.org/abs/2512.16456masashi-hatano.github.io/pri…
First work to synthesise the natural behavior of full-body priming (i.e. gazing towards) an object b4 reaching - curated from 5 public datasets.
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Preprint 📢
The N-Body Problem: Parallel Execution from Single-Person Egocentric Video
Input: Single-person egocentric video 👤
Out: imagine how these tasks can be performed faster by N > 1 people, correctly 👥
📎arxiv.org/abs/2512.11393
👀zhifanzhu.github.io/ego-nbod…
1/4
📢Applications are now open for PhD visiting students @bristolcs@BristolUni in 2026 - DL 29 Jan.
Would you like to work with any of the Faculty working in Machine Learning and Computer Vision #mavi as part of our summer of research @ Bristol program?
uob-mavi.github.io/Summer@Ma…
Happy to have been one of the examiners for Jacob’s PhD viva. Huge congratulations to @JacobChalkie for passing with no corrections! 🎉
Amazing work on multimodal egocentric video understanding!
Super-exciting talk by @anikembhavi@wayve_ai at @BristolUni#MaVi Seminar @bristolcs today!
World models for evaluating autonomous driving, GAIA evolution w GAIA3 released! End-to-end driving model &loads of insights!
Thanks for visiting &spending the day talking to researchers
Excited to be at #NeurIPS 2025 San Diego in person from 1st - 8th Dec! DM me for meeting/coffee chat about #image_editing, #video_understanding, #WorldModels and #RL for common research interests, potential collaboration, startup ideas ...
See you in San Diego⛴️! !
Also welcome tour, city walk, common game interests ......
If you are looking for a PhD position, Elliott’s group is an excellent choice. He offers not just cutting-edge research directions and impactful tasks but also detailed plans, constructive feedback, and personalized mentorship. These are all you need to grow as a researcher
I'm looking for two PhD students to join our team at Cambridge to work on 3D/4D modeling in various domains including generative media, robotics, and biology.
Apply to the PhD in Engineering program by December 2 ⌛️: postgraduate.study.cam.ac.uk…
📢 New Paper
PointSt3R: Point Tracking through 3D Grounded Correspondence
Can point tracking be re-formulated as pairwise frame correspondence solely?
We fine-tuning MASt3R with dynamic correspondences and a visibility loss and achieve competitive point tracking results
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